Cardiotocography data report

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	2126
Missing cells	2244
Missing cells (%)	4.8%
Duplicate rows	2
Duplicate rows (%)	0.1%
Total size in memory	365.5 KiB
Average record size in memory	176.1 B

Variable types

Numeric	20
Categorical	2

Alerts

Dataset has 2 (0.1%) duplicate rows	Duplicates
`ALTV` is highly overall correlated with `MSTV` and 2 other fields	High correlation
`ASTV` is highly overall correlated with `MSTV`	High correlation
`DL` is highly overall correlated with `MSTV` and 3 other fields	High correlation
`DS` is highly overall correlated with `Median` and 1 other fields	High correlation
`LB` is highly overall correlated with `Mean` and 2 other fields	High correlation
`MSTV` is highly overall correlated with `ALTV` and 6 other fields	High correlation
`Max` is highly overall correlated with `Nmax` and 2 other fields	High correlation
`Mean` is highly overall correlated with `LB` and 2 other fields	High correlation
`Median` is highly overall correlated with `DS` and 3 other fields	High correlation
`Min` is highly overall correlated with `DL` and 4 other fields	High correlation
`Mode` is highly overall correlated with `DS` and 3 other fields	High correlation
`Nmax` is highly overall correlated with `MSTV` and 4 other fields	High correlation
`Variance` is highly overall correlated with `ALTV` and 6 other fields	High correlation
`Width` is highly overall correlated with `ALTV` and 6 other fields	High correlation
`DS` is highly imbalanced (97.0%)	Imbalance
`LB` has 103 (4.8%) missing values	Missing
`AC` has 113 (5.3%) missing values	Missing
`FM` has 109 (5.1%) missing values	Missing
`UC` has 114 (5.4%) missing values	Missing
`DL` has 85 (4.0%) missing values	Missing
`DS` has 132 (6.2%) missing values	Missing
`DP` has 110 (5.2%) missing values	Missing
`ASTV` has 111 (5.2%) missing values	Missing
`MSTV` has 102 (4.8%) missing values	Missing
`ALTV` has 96 (4.5%) missing values	Missing
`MLTV` has 109 (5.1%) missing values	Missing
`Width` has 103 (4.8%) missing values	Missing
`Min` has 126 (5.9%) missing values	Missing
`Max` has 88 (4.1%) missing values	Missing
`Nmax` has 105 (4.9%) missing values	Missing
`Nzeros` has 124 (5.8%) missing values	Missing
`Mode` has 102 (4.8%) missing values	Missing
`Mean` has 107 (5.0%) missing values	Missing
`Median` has 101 (4.8%) missing values	Missing
`Variance` has 97 (4.6%) missing values	Missing
`Tendency` has 107 (5.0%) missing values	Missing
`AC` has 852 (40.1%) zeros	Zeros
`FM` has 1243 (58.5%) zeros	Zeros
`UC` has 313 (14.7%) zeros	Zeros
`DL` has 1186 (55.8%) zeros	Zeros
`DP` has 1844 (86.7%) zeros	Zeros
`ALTV` has 1184 (55.7%) zeros	Zeros
`MLTV` has 125 (5.9%) zeros	Zeros
`Nmax` has 99 (4.7%) zeros	Zeros
`Nzeros` has 1529 (71.9%) zeros	Zeros
`Variance` has 174 (8.2%) zeros	Zeros

Reproduction

Analysis started	2025-05-29 13:00:37.192904
Analysis finished	2025-05-29 13:00:58.179772
Duration	20.99 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

LB
Real number (ℝ)

High correlation Missing

Distinct	48
Distinct (%)	2.4%
Missing	103
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	133.27682

Minimum	106
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	106
5-th percentile	119
Q1	126
median	133
Q3	140
95-th percentile	149
Maximum	160
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.8115523
Coefficient of variation (CV)	0.073617847
Kurtosis	-0.31837122
Mean	133.27682
Median Absolute Deviation (MAD)	7
Skewness	0.0086287892
Sum	269619
Variance	96.266559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
133	126	5.9%
130	106	5.0%
138	99	4.7%
122	99	4.7%
125	90	4.2%
128	80	3.8%
120	78	3.7%
144	74	3.5%
142	73	3.4%
132	70	3.3%
Other values (38)	1128	53.1%
(Missing)	103	4.8%

Value	Count	Frequency (%)
106	7	0.3%
110	19	0.9%
112	15	0.7%
114	11	0.5%
115	26	1.2%
116	5	0.2%
117	2	0.1%
118	9	0.4%
119	16	0.8%
120	78	3.7%

Value	Count	Frequency (%)
160	1	< 0.1%
159	9	0.4%
158	9	0.4%
157	4	0.2%
156	4	0.2%
154	7	0.3%
152	16	0.8%
151	14	0.7%
150	25	1.2%
149	18	0.8%

AC
Real number (ℝ)

Missing Zeros

Distinct	19
Distinct (%)	0.9%
Missing	113
Missing (%)	5.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.0031485345

Minimum	0
Maximum	0.018
Zeros	852
Zeros (%)	40.1%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.002
Q3	0.006
95-th percentile	0.011
Maximum	0.018
Range	0.018
Interquartile range (IQR)	0.006

Descriptive statistics

Standard deviation	0.0038380866
Coefficient of variation (CV)	1.2190073
Kurtosis	0.66925024
Mean	0.0031485345
Median Absolute Deviation (MAD)	0.002
Skewness	1.1911336
Sum	6.338
Variance	1.4730909 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	852	40.1%
0.003	151	7.1%
0.002	151	7.1%
0.001	136	6.4%
0.004	114	5.4%
0.006	107	5.0%
0.005	101	4.8%
0.008	97	4.6%
0.007	85	4.0%
0.009	52	2.4%
Other values (9)	167	7.9%
(Missing)	113	5.3%

Value	Count	Frequency (%)
0	852	40.1%
0.001	136	6.4%
0.002	151	7.1%
0.003	151	7.1%
0.004	114	5.4%
0.005	101	4.8%
0.006	107	5.0%
0.007	85	4.0%
0.008	97	4.6%
0.009	52	2.4%

Value	Count	Frequency (%)
0.018	1	< 0.1%
0.017	3	0.1%
0.016	7	0.3%
0.015	9	0.4%
0.014	20	0.9%
0.013	19	0.9%
0.012	24	1.1%
0.011	34	1.6%
0.01	50	2.4%
0.009	52	2.4%

FM
Real number (ℝ)

Missing Zeros

Distinct	99
Distinct (%)	4.9%
Missing	109
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.009224591

Minimum	0
Maximum	0.481
Zeros	1243
Zeros (%)	58.5%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.003
95-th percentile	0.029
Maximum	0.481
Range	0.481
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.045050155
Coefficient of variation (CV)	4.8837022
Kurtosis	67.509358
Mean	0.009224591
Median Absolute Deviation (MAD)	0
Skewness	7.9711795
Sum	18.606
Variance	0.0020295165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1243	58.5%
0.001	151	7.1%
0.002	108	5.1%
0.003	81	3.8%
0.004	48	2.3%
0.005	34	1.6%
0.006	30	1.4%
0.007	27	1.3%
0.009	24	1.1%
0.01	24	1.1%
Other values (89)	247	11.6%
(Missing)	109	5.1%

Value	Count	Frequency (%)
0	1243	58.5%
0.001	151	7.1%
0.002	108	5.1%
0.003	81	3.8%
0.004	48	2.3%
0.005	34	1.6%
0.006	30	1.4%
0.007	27	1.3%
0.008	23	1.1%
0.009	24	1.1%

Value	Count	Frequency (%)
0.481	1	< 0.1%
0.477	1	< 0.1%
0.469	1	< 0.1%
0.455	1	< 0.1%
0.451	1	< 0.1%
0.446	1	< 0.1%
0.443	1	< 0.1%
0.441	1	< 0.1%
0.43	1	< 0.1%
0.408	2	0.1%

UC
Real number (ℝ)

Missing Zeros

Distinct	16
Distinct (%)	0.8%
Missing	114
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.0043841948

Minimum	0
Maximum	0.015
Zeros	313
Zeros (%)	14.7%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002
median	0.005
Q3	0.007
95-th percentile	0.009
Maximum	0.015
Range	0.015
Interquartile range (IQR)	0.005

Descriptive statistics

Standard deviation	0.0029521307
Coefficient of variation (CV)	0.67335756
Kurtosis	-0.64030731
Mean	0.0043841948
Median Absolute Deviation (MAD)	0.002
Skewness	0.15208048
Sum	8.821
Variance	8.7150758 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	313	14.7%
0.005	276	13.0%
0.004	229	10.8%
0.006	216	10.2%
0.007	209	9.8%
0.003	199	9.4%
0.008	154	7.2%
0.002	148	7.0%
0.001	113	5.3%
0.009	76	3.6%
Other values (6)	79	3.7%
(Missing)	114	5.4%

Value	Count	Frequency (%)
0	313	14.7%
0.001	113	5.3%
0.002	148	7.0%
0.003	199	9.4%
0.004	229	10.8%
0.005	276	13.0%
0.006	216	10.2%
0.007	209	9.8%
0.008	154	7.2%
0.009	76	3.6%

Value	Count	Frequency (%)
0.015	1	< 0.1%
0.014	2	0.1%
0.013	2	0.1%
0.012	10	0.5%
0.011	15	0.7%
0.01	49	2.3%
0.009	76	3.6%
0.008	154	7.2%
0.007	209	9.8%
0.006	216	10.2%

DL
Real number (ℝ)

High correlation Missing Zeros

Distinct	16
Distinct (%)	0.8%
Missing	85
Missing (%)	4.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0018853503

Minimum	0
Maximum	0.015
Zeros	1186
Zeros (%)	55.8%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.003
95-th percentile	0.008
Maximum	0.015
Range	0.015
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.002954655
Coefficient of variation (CV)	1.567165
Kurtosis	2.4550414
Mean	0.0018853503
Median Absolute Deviation (MAD)	0
Skewness	1.7066247
Sum	3.848
Variance	8.7299863 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1186	55.8%
0.001	154	7.2%
0.004	111	5.2%
0.003	110	5.2%
0.002	110	5.2%
0.005	101	4.8%
0.006	73	3.4%
0.008	53	2.5%
0.007	52	2.4%
0.009	37	1.7%
Other values (6)	54	2.5%
(Missing)	85	4.0%

Value	Count	Frequency (%)
0	1186	55.8%
0.001	154	7.2%
0.002	110	5.2%
0.003	110	5.2%
0.004	111	5.2%
0.005	101	4.8%
0.006	73	3.4%
0.007	52	2.4%
0.008	53	2.5%
0.009	37	1.7%

Value	Count	Frequency (%)
0.015	3	0.1%
0.014	6	0.3%
0.013	7	0.3%
0.012	12	0.6%
0.011	12	0.6%
0.01	14	0.7%
0.009	37	1.7%
0.008	53	2.5%
0.007	52	2.4%
0.006	73	3.4%

DS
Categorical

High correlation Imbalance Missing

Distinct	2
Distinct (%)	0.1%
Missing	132
Missing (%)	6.2%
Memory size	16.7 KiB

0.0	1988
0.001	6

Length

Max length	5
Median length	3
Mean length	3.0060181
Min length	3

Characters and Unicode

Total characters	5994
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1988	93.5%
0.001	6	0.3%
(Missing)	132	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1988	99.7%
0.001	6	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	3994	66.6%
.	1994	33.3%
1	6	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5994	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3994	66.6%
.	1994	33.3%
1	6	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5994	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3994	66.6%
.	1994	33.3%
1	6	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5994	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3994	66.6%
.	1994	33.3%
1	6	0.1%

DP
Real number (ℝ)

Missing Zeros

Distinct	6
Distinct (%)	0.3%
Missing	110
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.00016319444

Minimum	0
Maximum	0.005
Zeros	1844
Zeros (%)	86.7%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.002
Maximum	0.005
Range	0.005
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00060078899
Coefficient of variation (CV)	3.6814304
Kurtosis	19.831489
Mean	0.00016319444
Median Absolute Deviation (MAD)	0
Skewness	4.2612824
Sum	0.329
Variance	3.6094741 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1844	86.7%
0.002	70	3.3%
0.001	66	3.1%
0.003	24	1.1%
0.004	9	0.4%
0.005	3	0.1%
(Missing)	110	5.2%

Value	Count	Frequency (%)
0	1844	86.7%
0.001	66	3.1%
0.002	70	3.3%
0.003	24	1.1%
0.004	9	0.4%
0.005	3	0.1%

Value	Count	Frequency (%)
0.005	3	0.1%
0.004	9	0.4%
0.003	24	1.1%
0.002	70	3.3%
0.001	66	3.1%
0	1844	86.7%

ASTV
Real number (ℝ)

High correlation Missing

Distinct	75
Distinct (%)	3.7%
Missing	111
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	47.043176

Minimum	12
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	12
5-th percentile	21
Q1	32
median	49
Q3	61
95-th percentile	75
Maximum	87
Range	75
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.211507
Coefficient of variation (CV)	0.36586617
Kurtosis	-1.039197
Mean	47.043176
Median Absolute Deviation (MAD)	14
Skewness	-0.0086523539
Sum	94792
Variance	296.23597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	58	2.7%
60	57	2.7%
63	56	2.6%
58	55	2.6%
61	55	2.6%
65	55	2.6%
51	52	2.4%
62	50	2.4%
22	45	2.1%
37	42	2.0%
Other values (65)	1490	70.1%
(Missing)	111	5.2%

Value	Count	Frequency (%)
12	2	0.1%
13	7	0.3%
14	4	0.2%
15	4	0.2%
16	12	0.6%
17	11	0.5%
18	9	0.4%
19	18	0.8%
20	26	1.2%
21	32	1.5%

Value	Count	Frequency (%)
87	1	< 0.1%
86	4	0.2%
84	6	0.3%
83	4	0.2%
82	2	0.1%
81	7	0.3%
80	7	0.3%
79	14	0.7%
78	19	0.9%
77	16	0.8%

MSTV
Real number (ℝ)

High correlation Missing

Distinct	57
Distinct (%)	2.8%
Missing	102
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.3313241

Minimum	0.2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.7
median	1.2
Q3	1.7
95-th percentile	3
Maximum	7
Range	6.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8834934
Coefficient of variation (CV)	0.66362007
Kurtosis	4.8290962
Mean	1.3313241
Median Absolute Deviation (MAD)	0.5
Skewness	1.675154
Sum	2694.6
Variance	0.78056058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	119	5.6%
1.3	115	5.4%
0.5	114	5.4%
0.7	113	5.3%
0.4	113	5.3%
0.9	109	5.1%
0.6	109	5.1%
1.2	100	4.7%
1.5	97	4.6%
1	95	4.5%
Other values (47)	940	44.2%
(Missing)	102	4.8%

Value	Count	Frequency (%)
0.2	45	2.1%
0.3	81	3.8%
0.4	113	5.3%
0.5	114	5.4%
0.6	109	5.1%
0.7	113	5.3%
0.8	119	5.6%
0.9	109	5.1%
1	95	4.5%
1.1	91	4.3%

Value	Count	Frequency (%)
7	1	< 0.1%
6.9	1	< 0.1%
6.3	2	0.1%
6	1	< 0.1%
5.9	1	< 0.1%
5.7	1	< 0.1%
5.4	2	0.1%
5.3	1	< 0.1%
5.2	1	< 0.1%
5	1	< 0.1%

ALTV
Real number (ℝ)

High correlation Missing Zeros

Distinct	87
Distinct (%)	4.3%
Missing	96
Missing (%)	4.5%
Infinite	0
Infinite (%)	0.0%
Mean	9.8596059

Minimum	0
Maximum	91
Zeros	1184
Zeros (%)	55.7%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	56
Maximum	91
Range	91
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	18.418215
Coefficient of variation (CV)	1.8680478
Kurtosis	4.2804351
Mean	9.8596059
Median Absolute Deviation (MAD)	0
Skewness	2.199303
Sum	20015
Variance	339.23065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1184	55.7%
1	50	2.4%
5	42	2.0%
2	41	1.9%
4	38	1.8%
3	33	1.6%
8	32	1.5%
6	31	1.5%
12	28	1.3%
7	22	1.0%
Other values (77)	529	24.9%
(Missing)	96	4.5%

Value	Count	Frequency (%)
0	1184	55.7%
1	50	2.4%
2	41	1.9%
3	33	1.6%
4	38	1.8%
5	42	2.0%
6	31	1.5%
7	22	1.0%
8	32	1.5%
9	21	1.0%

Value	Count	Frequency (%)
91	4	0.2%
90	2	0.1%
88	1	< 0.1%
86	1	< 0.1%
85	1	< 0.1%
84	6	0.3%
82	1	< 0.1%
81	1	< 0.1%
79	1	< 0.1%
78	3	0.1%

MLTV
Real number (ℝ)

Missing Zeros

Distinct	246
Distinct (%)	12.2%
Missing	109
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	8.2092712

Minimum	0
Maximum	50.7
Zeros	125
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.6
median	7.4
Q3	10.8
95-th percentile	18.42
Maximum	50.7
Range	50.7
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	5.6116136
Coefficient of variation (CV)	0.68357025
Kurtosis	4.3339432
Mean	8.2092712
Median Absolute Deviation (MAD)	3.1
Skewness	1.3616317
Sum	16558.1
Variance	31.490207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	125	5.9%
7.1	28	1.3%
6.7	25	1.2%
5.2	24	1.1%
6.8	23	1.1%
6.5	23	1.1%
9.5	23	1.1%
5.6	23	1.1%
7.2	22	1.0%
4.9	21	1.0%
Other values (236)	1680	79.0%
(Missing)	109	5.1%

Value	Count	Frequency (%)
0	125	5.9%
0.1	4	0.2%
0.2	3	0.1%
0.3	7	0.3%
0.4	6	0.3%
0.5	11	0.5%
0.6	3	0.1%
0.7	4	0.2%
0.9	5	0.2%
1	3	0.1%

Value	Count	Frequency (%)
50.7	1	< 0.1%
41.8	1	< 0.1%
40.8	1	< 0.1%
36.9	1	< 0.1%
35.7	1	< 0.1%
34.7	1	< 0.1%
33.5	1	< 0.1%
29.5	1	< 0.1%
29.3	1	< 0.1%
29.1	1	< 0.1%

Width
Real number (ℝ)

High correlation Missing

Distinct	154
Distinct (%)	7.6%
Missing	103
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	70.796342

Minimum	3
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	3
5-th percentile	16.1
Q1	37
median	68
Q3	101
95-th percentile	138
Maximum	180
Range	177
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	39.056403
Coefficient of variation (CV)	0.55167261
Kurtosis	-0.91150181
Mean	70.796342
Median Absolute Deviation (MAD)	32
Skewness	0.30786514
Sum	143221
Variance	1525.4026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	41	1.9%
102	35	1.6%
31	28	1.3%
27	27	1.3%
22	27	1.3%
90	27	1.3%
98	27	1.3%
96	26	1.2%
20	25	1.2%
42	25	1.2%
Other values (144)	1735	81.6%
(Missing)	103	4.8%

Value	Count	Frequency (%)
3	1	< 0.1%
5	2	0.1%
6	1	< 0.1%
7	3	0.1%
8	10	0.5%
9	5	0.2%
10	7	0.3%
11	9	0.4%
12	20	0.9%
13	13	0.6%

Value	Count	Frequency (%)
180	1	< 0.1%
176	6	0.3%
163	2	0.1%
162	1	< 0.1%
161	5	0.2%
158	2	0.1%
153	3	0.1%
150	10	0.5%
149	11	0.5%
148	8	0.4%

Min
Real number (ℝ)

High correlation Missing

Distinct	109
Distinct (%)	5.5%
Missing	126
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	93.4115

Minimum	50
Maximum	159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	50
5-th percentile	51
Q1	67
median	93
Q3	120
95-th percentile	139
Maximum	159
Range	109
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	29.553915
Coefficient of variation (CV)	0.31638412
Kurtosis	-1.2841808
Mean	93.4115
Median Absolute Deviation (MAD)	27
Skewness	0.12592899
Sum	186823
Variance	873.43388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	73	3.4%
52	47	2.2%
71	46	2.2%
60	43	2.0%
120	43	2.0%
68	40	1.9%
67	40	1.9%
103	38	1.8%
51	35	1.6%
62	34	1.6%
Other values (99)	1561	73.4%
(Missing)	126	5.9%

Value	Count	Frequency (%)
50	73	3.4%
51	35	1.6%
52	47	2.2%
53	32	1.5%
54	25	1.2%
55	16	0.8%
56	19	0.9%
57	21	1.0%
58	21	1.0%
59	14	0.7%

Value	Count	Frequency (%)
159	1	< 0.1%
158	1	< 0.1%
156	1	< 0.1%
155	2	0.1%
154	3	0.1%
153	7	0.3%
152	4	0.2%
151	3	0.1%
150	3	0.1%
149	2	0.1%

Max
Real number (ℝ)

High correlation Missing

Distinct	86
Distinct (%)	4.2%
Missing	88
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	164.06477

Minimum	122
Maximum	238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	122
5-th percentile	138
Q1	152
median	162
Q3	174
95-th percentile	198
Maximum	238
Range	116
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	18.012616
Coefficient of variation (CV)	0.10978966
Kurtosis	0.65400444
Mean	164.06477
Median Absolute Deviation (MAD)	11
Skewness	0.59098757
Sum	334364
Variance	324.45432
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157	70	3.3%
171	63	3.0%
158	61	2.9%
159	58	2.7%
156	54	2.5%
152	52	2.4%
154	51	2.4%
178	49	2.3%
153	47	2.2%
172	46	2.2%
Other values (76)	1487	69.9%
(Missing)	88	4.1%

Value	Count	Frequency (%)
122	2	0.1%
123	2	0.1%
125	2	0.1%
126	5	0.2%
127	2	0.1%
128	4	0.2%
129	9	0.4%
130	8	0.4%
131	7	0.3%
132	3	0.1%

Value	Count	Frequency (%)
238	6	0.3%
230	3	0.1%
228	5	0.2%
213	1	< 0.1%
211	5	0.2%
210	4	0.2%
205	1	< 0.1%
204	3	0.1%
200	30	1.4%
199	19	0.9%

Nmax
Real number (ℝ)

High correlation Missing Zeros

Distinct	18
Distinct (%)	0.9%
Missing	105
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	4.0905492

Minimum	0
Maximum	18
Zeros	99
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	10
Maximum	18
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9554807
Coefficient of variation (CV)	0.72251439
Kurtosis	0.52491569
Mean	4.0905492
Median Absolute Deviation (MAD)	2
Skewness	0.89631226
Sum	8267
Variance	8.7348661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	335	15.8%
2	314	14.8%
3	260	12.2%
4	244	11.5%
5	199	9.4%
6	150	7.1%
7	141	6.6%
8	104	4.9%
0	99	4.7%
9	61	2.9%
Other values (8)	114	5.4%
(Missing)	105	4.9%

Value	Count	Frequency (%)
0	99	4.7%
1	335	15.8%
2	314	14.8%
3	260	12.2%
4	244	11.5%
5	199	9.4%
6	150	7.1%
7	141	6.6%
8	104	4.9%
9	61	2.9%

Value	Count	Frequency (%)
18	1	< 0.1%
16	2	0.1%
15	1	< 0.1%
14	5	0.2%
13	10	0.5%
12	22	1.0%
11	26	1.2%
10	47	2.2%
9	61	2.9%
8	104	4.9%

Nzeros
Real number (ℝ)

Missing Zeros

Distinct	7
Distinct (%)	0.3%
Missing	124
Missing (%)	5.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.31868132

Minimum	0
Maximum	10
Zeros	1529
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.68198835
Coefficient of variation (CV)	2.1400324
Kurtosis	28.687955
Mean	0.31868132
Median Absolute Deviation (MAD)	0
Skewness	3.692649
Sum	638
Variance	0.46510811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	1529	71.9%
1	347	16.3%
2	102	4.8%
3	20	0.9%
5	2	0.1%
10	1	< 0.1%
7	1	< 0.1%
(Missing)	124	5.8%

Value	Count	Frequency (%)
0	1529	71.9%
1	347	16.3%
2	102	4.8%
3	20	0.9%
5	2	0.1%
7	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
7	1	< 0.1%
5	2	0.1%
3	20	0.9%
2	102	4.8%
1	347	16.3%
0	1529	71.9%

Mode
Real number (ℝ)

High correlation Missing

Distinct	88
Distinct (%)	4.3%
Missing	102
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	137.35326

Minimum	60
Maximum	187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	60
5-th percentile	111.15
Q1	129
median	139
Q3	148
95-th percentile	160
Maximum	187
Range	127
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.432435
Coefficient of variation (CV)	0.11963629
Kurtosis	3.0637548
Mean	137.35326
Median Absolute Deviation (MAD)	10
Skewness	-1.0064362
Sum	278003
Variance	270.02492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	129	6.1%
142	85	4.0%
136	84	4.0%
150	80	3.8%
144	77	3.6%
148	77	3.6%
129	71	3.3%
143	70	3.3%
126	65	3.1%
125	64	3.0%
Other values (78)	1222	57.5%
(Missing)	102	4.8%

Value	Count	Frequency (%)
60	6	0.3%
67	5	0.2%
69	1	< 0.1%
71	1	< 0.1%
75	6	0.3%
76	1	< 0.1%
77	1	< 0.1%
86	10	0.5%
88	6	0.3%
89	3	0.1%

Value	Count	Frequency (%)
187	1	< 0.1%
186	6	0.3%
180	4	0.2%
179	1	< 0.1%
176	5	0.2%
170	4	0.2%
169	3	0.1%
167	8	0.4%
165	9	0.4%
164	1	< 0.1%

Mean
Real number (ℝ)

High correlation Missing

Distinct	102
Distinct (%)	5.1%
Missing	107
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.61714

Minimum	73
Maximum	182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	73
5-th percentile	108
Q1	125
median	136
Q3	145
95-th percentile	157
Maximum	182
Range	109
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.608393
Coefficient of variation (CV)	0.11594655
Kurtosis	0.95196748
Mean	134.61714
Median Absolute Deviation (MAD)	10
Skewness	-0.64465983
Sum	271792
Variance	243.62193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143	63	3.0%
135	62	2.9%
144	61	2.9%
140	58	2.7%
141	58	2.7%
147	56	2.6%
132	56	2.6%
125	54	2.5%
136	53	2.5%
134	52	2.4%
Other values (92)	1446	68.0%
(Missing)	107	5.0%

Value	Count	Frequency (%)
73	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
80	2	0.1%
81	1	< 0.1%
82	2	0.1%
83	4	0.2%
84	3	0.1%

Value	Count	Frequency (%)
182	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
175	1	< 0.1%
173	2	0.1%
172	1	< 0.1%
171	2	0.1%
170	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%

Median
Real number (ℝ)

High correlation Missing

Distinct	93
Distinct (%)	4.6%
Missing	101
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	138.22074

Minimum	77
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	77
5-th percentile	113
Q1	129
median	140
Q3	148
95-th percentile	159
Maximum	186
Range	109
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.393611
Coefficient of variation (CV)	0.10413496
Kurtosis	0.60427983
Mean	138.22074
Median Absolute Deviation (MAD)	9
Skewness	-0.46265533
Sum	279897
Variance	207.17605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
146	67	3.2%
142	66	3.1%
145	65	3.1%
147	64	3.0%
137	64	3.0%
141	61	2.9%
151	61	2.9%
134	59	2.8%
149	59	2.8%
143	55	2.6%
Other values (83)	1404	66.0%
(Missing)	101	4.8%

Value	Count	Frequency (%)
77	1	< 0.1%
79	2	0.1%
82	1	< 0.1%
87	1	< 0.1%
90	1	< 0.1%
91	1	< 0.1%
92	2	0.1%
93	1	< 0.1%
94	2	0.1%
95	4	0.2%

Value	Count	Frequency (%)
186	1	< 0.1%
183	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
177	1	< 0.1%
176	2	0.1%
174	2	0.1%
172	1	< 0.1%
171	1	< 0.1%
170	2	0.1%

Variance
Real number (ℝ)

High correlation Missing Zeros

Distinct	132
Distinct (%)	6.5%
Missing	97
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	19.130113

Minimum	0
Maximum	269
Zeros	174
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	24
95-th percentile	77
Maximum	269
Range	269
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	29.320356
Coefficient of variation (CV)	1.5326807
Kurtosis	14.878963
Mean	19.130113
Median Absolute Deviation (MAD)	7
Skewness	3.1958993
Sum	38815
Variance	859.68326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	235	11.1%
0	174	8.2%
2	156	7.3%
3	150	7.1%
4	104	4.9%
5	83	3.9%
8	71	3.3%
6	61	2.9%
7	50	2.4%
9	48	2.3%
Other values (122)	897	42.2%
(Missing)	97	4.6%

Value	Count	Frequency (%)
0	174	8.2%
1	235	11.1%
2	156	7.3%
3	150	7.1%
4	104	4.9%
5	83	3.9%
6	61	2.9%
7	50	2.4%
8	71	3.3%
9	48	2.3%

Value	Count	Frequency (%)
269	1	< 0.1%
254	1	< 0.1%
250	1	< 0.1%
243	1	< 0.1%
241	1	< 0.1%
215	1	< 0.1%
195	1	< 0.1%
190	1	< 0.1%
182	1	< 0.1%
177	1	< 0.1%

Tendency
Categorical

Missing

Distinct	3
Distinct (%)	0.1%
Missing	107
Missing (%)	5.0%
Memory size	16.7 KiB

0.0	1057
1.0	803
-1.0	159

Length

Max length	4
Median length	3
Mean length	3.0787519
Min length	3

Characters and Unicode

Total characters	6216
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1057	49.7%
1.0	803	37.8%
-1.0	159	7.5%
(Missing)	107	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1057	52.4%
1.0	962	47.6%

Most occurring characters

Value	Count	Frequency (%)
0	3076	49.5%
.	2019	32.5%
1	962	15.5%
-	159	2.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6216	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3076	49.5%
.	2019	32.5%
1	962	15.5%
-	159	2.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6216	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3076	49.5%
.	2019	32.5%
1	962	15.5%
-	159	2.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6216	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3076	49.5%
.	2019	32.5%
1	962	15.5%
-	159	2.6%

CLASS
Real number (ℝ)

Distinct	10
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5098777

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.0268829
Coefficient of variation (CV)	0.6711674
Kurtosis	-1.2290404
Mean	4.5098777
Median Absolute Deviation (MAD)	2
Skewness	0.38116341
Sum	9588
Variance	9.16202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	579	27.2%
1	384	18.1%
6	332	15.6%
7	252	11.9%
10	197	9.3%
8	107	5.0%
4	81	3.8%
5	72	3.4%
9	69	3.2%
3	53	2.5%

Value	Count	Frequency (%)
1	384	18.1%
2	579	27.2%
3	53	2.5%
4	81	3.8%
5	72	3.4%
6	332	15.6%
7	252	11.9%
8	107	5.0%
9	69	3.2%
10	197	9.3%

Value	Count	Frequency (%)
10	197	9.3%
9	69	3.2%
8	107	5.0%
7	252	11.9%
6	332	15.6%
5	72	3.4%
4	81	3.8%
3	53	2.5%
2	579	27.2%
1	384	18.1%

	AC	ALTV	ASTV	CLASS	DL	DP	DS	FM	LB	MLTV	MSTV	Max	Mean	Median	Min	Mode	Nmax	Nzeros	Tendency	UC	Variance	Width
AC	1.000	-0.489	-0.346	-0.244	-0.010	-0.119	0.000	0.041	-0.105	-0.100	0.316	0.465	0.217	0.211	-0.165	0.184	0.242	-0.012	0.100	0.128	0.383	0.347
ALTV	-0.489	1.000	0.433	0.074	-0.382	-0.217	0.000	-0.073	0.335	-0.054	-0.689	-0.320	0.284	0.232	0.473	0.218	-0.359	-0.163	0.000	-0.282	-0.644	-0.518
ASTV	-0.346	0.433	1.000	0.252	-0.159	0.027	0.081	0.260	0.312	-0.341	-0.528	-0.111	0.142	0.168	0.274	0.135	-0.168	-0.188	0.162	-0.223	-0.334	-0.275
CLASS	-0.244	0.074	0.252	1.000	0.444	0.300	0.187	0.147	0.115	-0.256	0.086	0.114	-0.155	-0.070	-0.206	-0.025	0.186	0.119	0.249	-0.075	0.287	0.212
DL	-0.010	-0.382	-0.159	0.444	1.000	0.324	0.194	0.032	-0.172	-0.240	0.614	0.235	-0.471	-0.323	-0.597	-0.242	0.473	0.283	0.104	0.303	0.709	0.584
DP	-0.119	-0.217	0.027	0.300	0.324	1.000	0.085	0.114	-0.148	-0.237	0.306	0.112	-0.412	-0.367	-0.310	-0.320	0.240	0.078	0.198	0.125	0.382	0.284
DS	0.000	0.000	0.081	0.187	0.194	0.085	1.000	0.000	0.102	0.000	0.044	0.055	0.447	0.557	0.074	0.552	0.000	0.000	0.097	0.000	0.243	0.088
FM	0.041	-0.073	0.260	0.147	0.032	0.114	0.000	1.000	-0.026	-0.103	0.070	0.123	-0.082	-0.042	-0.175	-0.029	0.197	-0.101	0.103	-0.306	0.110	0.183
LB	-0.105	0.335	0.312	0.115	-0.172	-0.148	0.102	-0.026	1.000	-0.065	-0.353	0.327	0.790	0.840	0.356	0.818	-0.116	-0.078	0.270	-0.118	-0.229	-0.143
MLTV	-0.100	-0.054	-0.341	-0.256	-0.240	-0.237	0.000	-0.103	-0.065	1.000	-0.015	-0.043	0.058	-0.006	-0.092	-0.007	0.009	0.078	0.094	-0.051	-0.092	0.051
MSTV	0.316	-0.689	-0.528	0.086	0.614	0.306	0.044	0.070	-0.353	-0.015	1.000	0.372	-0.459	-0.356	-0.694	-0.317	0.552	0.294	0.046	0.325	0.778	0.714
Max	0.465	-0.320	-0.111	0.114	0.235	0.112	0.055	0.123	0.327	-0.043	0.372	1.000	0.334	0.412	-0.292	0.402	0.511	0.158	0.176	0.117	0.528	0.656
Mean	0.217	0.284	0.142	-0.155	-0.471	-0.412	0.447	-0.082	0.790	0.058	-0.459	0.334	1.000	0.959	0.471	0.908	-0.207	-0.122	0.291	-0.162	-0.332	-0.232
Median	0.211	0.232	0.168	-0.070	-0.323	-0.367	0.557	-0.042	0.840	-0.006	-0.356	0.412	0.959	1.000	0.383	0.962	-0.103	-0.083	0.338	-0.130	-0.215	-0.127
Min	-0.165	0.473	0.274	-0.206	-0.597	-0.310	0.074	-0.175	0.356	-0.092	-0.694	-0.292	0.471	0.383	1.000	0.341	-0.693	-0.317	0.214	-0.097	-0.745	-0.904
Mode	0.184	0.218	0.135	-0.025	-0.242	-0.320	0.552	-0.029	0.818	-0.007	-0.317	0.402	0.908	0.962	0.341	1.000	-0.071	-0.086	0.368	-0.081	-0.150	-0.094
Nmax	0.242	-0.359	-0.168	0.186	0.473	0.240	0.000	0.197	-0.116	0.009	0.552	0.511	-0.207	-0.103	-0.693	-0.071	1.000	0.292	0.133	0.115	0.642	0.776
Nzeros	-0.012	-0.163	-0.188	0.119	0.283	0.078	0.000	-0.101	-0.078	0.078	0.294	0.158	-0.122	-0.083	-0.317	-0.086	0.292	1.000	0.049	0.061	0.301	0.323
Tendency	0.100	0.000	0.162	0.249	0.104	0.198	0.097	0.103	0.270	0.094	0.046	0.176	0.291	0.338	0.214	0.368	0.133	0.049	1.000	0.078	0.150	0.250
UC	0.128	-0.282	-0.223	-0.075	0.303	0.125	0.000	-0.306	-0.118	-0.051	0.325	0.117	-0.162	-0.130	-0.097	-0.081	0.115	0.061	0.078	1.000	0.271	0.132
Variance	0.383	-0.644	-0.334	0.287	0.709	0.382	0.243	0.110	-0.229	-0.092	0.778	0.528	-0.332	-0.215	-0.745	-0.150	0.642	0.301	0.150	0.271	1.000	0.827
Width	0.347	-0.518	-0.275	0.212	0.584	0.284	0.088	0.183	-0.143	0.051	0.714	0.656	-0.232	-0.127	-0.904	-0.094	0.776	0.323	0.250	0.132	0.827	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	LB	AC	UC	DL	DS	DP	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	Tendency	CLASS
0	120.0	0.000	0.000	0.000	0.0	0.000	73.0	0.5	43.0	2.4	64.0	62.0	126.0	2.0	0.0	120.0	137.0	121.0	73.0	NaN	9
1	132.0	0.006	0.006	0.003	0.0	0.000	17.0	2.1	0.0	10.4	130.0	68.0	198.0	6.0	1.0	141.0	136.0	140.0	12.0	0.0	6
2	NaN	0.003	0.008	NaN	0.0	0.000	16.0	2.1	0.0	13.4	130.0	68.0	198.0	5.0	NaN	NaN	135.0	138.0	13.0	0.0	6
3	134.0	0.003	0.008	0.003	NaN	0.000	16.0	2.4	0.0	23.0	117.0	53.0	170.0	11.0	0.0	137.0	134.0	137.0	13.0	1.0	6
4	132.0	0.007	0.008	0.000	0.0	0.000	16.0	2.4	0.0	19.9	117.0	53.0	170.0	9.0	0.0	137.0	136.0	138.0	11.0	NaN	2
5	134.0	0.001	0.010	0.009	0.0	0.002	26.0	5.9	0.0	0.0	150.0	50.0	200.0	5.0	3.0	76.0	107.0	107.0	170.0	0.0	8
6	134.0	0.001	0.013	0.008	NaN	0.003	29.0	6.3	0.0	0.0	150.0	50.0	200.0	6.0	3.0	71.0	107.0	106.0	215.0	0.0	8
7	122.0	0.000	0.000	0.000	0.0	0.000	83.0	0.5	6.0	15.6	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	NaN	1.0	9
8	122.0	0.000	0.002	0.000	0.0	0.000	84.0	0.5	5.0	13.6	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	NaN	1.0	9
9	122.0	0.000	0.003	0.000	0.0	0.000	86.0	0.3	6.0	10.6	68.0	62.0	130.0	1.0	0.0	122.0	122.0	123.0	1.0	1.0	9

	LB	AC	FM	UC	DL	DS	DP	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	Tendency	CLASS
2116	140.0	0.004	0.000	0.004	0.000	0.0	0.0	80.0	0.2	36.0	2.2	18.0	140.0	158.0	1.0	0.0	147.0	148.0	149.0	1.0	0.0	2
2117	140.0	0.000	0.000	0.008	0.000	NaN	0.0	79.0	NaN	20.0	8.5	26.0	124.0	150.0	1.0	0.0	144.0	143.0	145.0	1.0	1.0	1
2118	140.0	0.000	0.000	0.006	0.001	0.0	0.0	79.0	0.5	26.0	7.0	21.0	129.0	NaN	1.0	0.0	145.0	142.0	145.0	2.0	1.0	1
2119	140.0	0.000	0.000	0.007	NaN	0.0	NaN	79.0	0.6	27.0	6.4	26.0	124.0	150.0	1.0	0.0	144.0	141.0	145.0	1.0	1.0	1
2120	140.0	0.000	0.000	0.005	0.001	0.0	0.0	77.0	0.7	17.0	6.0	31.0	124.0	155.0	2.0	0.0	145.0	143.0	145.0	2.0	0.0	1
2121	140.0	0.000	0.000	0.007	0.000	0.0	0.0	NaN	0.2	25.0	7.2	40.0	137.0	177.0	4.0	0.0	153.0	150.0	152.0	2.0	0.0	5
2122	140.0	0.001	0.000	0.007	NaN	0.0	0.0	78.0	0.4	22.0	7.1	66.0	103.0	169.0	6.0	0.0	152.0	148.0	151.0	3.0	NaN	5
2123	140.0	NaN	0.000	0.007	0.000	0.0	0.0	79.0	0.4	20.0	6.1	67.0	103.0	170.0	NaN	0.0	153.0	148.0	152.0	4.0	1.0	5
2124	140.0	0.001	0.000	0.006	0.000	0.0	0.0	78.0	0.4	27.0	7.0	66.0	103.0	169.0	6.0	0.0	152.0	147.0	151.0	4.0	1.0	5
2125	142.0	0.002	0.002	0.008	0.000	0.0	0.0	74.0	0.4	36.0	5.0	NaN	117.0	159.0	2.0	1.0	145.0	143.0	145.0	1.0	0.0	1

Most frequently occurring

	LB	AC	FM	UC	DL	DS	DP	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	Tendency	CLASS	# duplicates
0	123.0	0.003	0.004	0.000	0.0	0.0	0.0	50.0	0.9	4.0	14.8	82.0	58.0	140.0	7.0	0.0	129.0	128.0	130.0	5.0	1.0	2	2
1	148.0	0.005	0.000	0.002	0.0	0.0	0.0	40.0	0.9	0.0	10.6	35.0	136.0	171.0	1.0	0.0	153.0	155.0	156.0	4.0	0.0	2	2

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring